Dataset Drift

Dataset Drift is NOT detected. Dataset drift detection threshold is 0.5

251

Columns

72

Drifted Columns

0.287

Share of Drifted Columns

Data Drift Summary
Drift is detected for 28.685% of columns (72 out of 251).
​
Column
Type
Reference Distribution
Current Distribution
Data Drift
Stat Test
Drift Score
DEF_60_CNT_SOCIAL_CIRCLEnum
Not DetectedK-S p_value1
DEF_30_CNT_SOCIAL_CIRCLEnum
Not DetectedK-S p_value1
OBS_30_CNT_SOCIAL_CIRCLEnum
Not DetectedK-S p_value0.99886
OBS_60_CNT_SOCIAL_CIRCLEnum
Not DetectedK-S p_value0.99444
AMT_REQ_CREDIT_BUREAU_DAYnum
Not DetectedK-S p_value0.712131
AMT_REQ_CREDIT_BUREAU_HOURnum
Not DetectedK-S p_value0.693036
NAME_CONTRACT_TYPEcat
DetectedPSI0.211138
NONLIVINGAPARTMENTS_MODEnum
Not DetectedK-S p_value0.210025
NONLIVINGAPARTMENTS_MEDInum
DetectedK-S p_value0.143804
FLAG_EMAILcat
Not DetectedPSI0.124205